Center for Wave Phenomena

Computational geoscientist with the Algorithms Research and Development group, PETRONAS Research Division.- Project lead for modelling using artificial intelligence R&D group (2019-2023).- Project manager for fiber optics sensing R&D group (2016-2018).- Project lead for subsurface image processing R&D group (2018-2019).- Project lead for modelling and imaging R&D group (2017-2019).- Research and development of velocity model building (VMB) using machine learning… Show more Computational geoscientist with the Algorithms Research and Development group, PETRONAS Research Division.- Project lead for modelling using artificial intelligence R&D group (2019-2023).- Project manager for fiber optics sensing R&D group (2016-2018).- Project lead for subsurface image processing R&D group (2018-2019).- Project lead for modelling and imaging R&D group (2017-2019).- Research and development of velocity model building (VMB) using machine learning techniques.- Research and development of Full Waveform Inversion (FWI) and Reverse Time Migration (RTM) codes utilising the High Performance Computing (HPC) environment.- Research and development into fiber optics distributed pressure, acoustic, and temperature sensing (DPATS) technology.- Seismic modeling studies using machine learning and physics based methods.- Seismic pre-stack time/depth migration processing.- Seismic attribute studies with emphasis on unsupervised and supervised classification algorithms.- Algorithms optimisation.- Basin analysis and modelling.- Server management utilising Agile methodologies. - Software procurement and deployment.- Project management Show less

Computational geoscientist seconded from PETRONAS to CGG for fiber optics Distributed Acoustic Sensing (DAS) seismic processing.

R&D masters student that was assigned in designing a denoising algorithm.-Supervisors: Dr. Thomas Elboth, (formerly at CGG) and Dr. James Hammond (formerly at Imperial College)-Masters thesis regarding iterative Cadzow method for deblending simultaneously shot data.

- Interned at an international oil and gas subsurface consulting company.- Analysed Gassmann equations when fluid substitution is done.- Performed basic seismic interpretation.- Reservoir compressibility literature review and calculations for different wells.- Compiled a petrophysical database by digitising well logs to be used in evaluating green fields.

- Supervisor: Dr. Pushpalatha (Pushpa) Bhat, Fermilab.- Worked in a multinational team of researchers for the Compact Muon Solenoid (CMS) experiment. - Studied the kinematics of the Standard Model (SM) Higgs decay.

- Employed Fiber Bragg Gratings (FBG) characterisation techniques and production methods. - Website designer and content manager for one of Photronix's subsidiary companies.- Designed the brochure which was used for the company’s procurement of nationwide projects.

- Research assistant to a visiting scientist at UPM. - Website designer and content manager. - Performed basic literature review and proof reading.